Overview
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 18970 |
| Missing cells | 409 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.9 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 12 |
|---|
HauteurNeige has 399 (2.1%) missing values | Missing |
Precipitations is highly skewed (γ1 = 20.30611456) | Skewed |
Precipitations has 15115 (79.7%) zeros | Zeros |
HauteurNeige has 18438 (97.2%) zeros | Zeros |
y has 2045 (10.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-26 16:49:57.814692 |
|---|---|
| Analysis finished | 2025-11-26 16:50:11.087737 |
| Duration | 13.27 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
longitude_scaled
Real number (ℝ)
| Distinct | 425 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99882673 |
| Minimum | 0.9988001 |
|---|---|
| Maximum | 0.9988499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 0.9988001 |
|---|---|
| 5-th percentile | 0.9988024 |
| Q1 | 0.99881417 |
| median | 0.99882686 |
| Q3 | 0.99884015 |
| 95-th percentile | 0.9988478 |
| Maximum | 0.9988499 |
| Range | 4.98 × 10-5 |
| Interquartile range (IQR) | 2.598 × 10-5 |
Descriptive statistics
| Standard deviation | 1.465133 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 1.466854 × 10-5 |
| Kurtosis | -1.1847388 |
| Mean | 0.99882673 |
| Median Absolute Deviation (MAD) | 1.304 × 10-5 |
| Skewness | -0.13516455 |
| Sum | 18947.743 |
| Variance | 2.1466147 × 10-10 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.99884593 | 88 | 0.5% |
| 0.99884754 | 86 | 0.5% |
| 0.99884427 | 85 | 0.4% |
| 0.9988189 | 83 | 0.4% |
| 0.99884653 | 83 | 0.4% |
| 0.9988444 | 82 | 0.4% |
| 0.9988451 | 82 | 0.4% |
| 0.99884605 | 80 | 0.4% |
| 0.9988473 | 79 | 0.4% |
| 0.9988463 | 79 | 0.4% |
| Other values (415) | 18143 |
| Value | Count | Frequency (%) |
| 0.9988001 | 47 | |
| 0.9988002 | 32 | |
| 0.99880034 | 32 | |
| 0.99880046 | 43 | |
| 0.9988006 | 43 | |
| 0.9988007 | 38 | |
| 0.9988008 | 41 | |
| 0.99880093 | 46 | |
| 0.99880105 | 49 | |
| 0.9988012 | 55 |
| Value | Count | Frequency (%) |
| 0.9988499 | 52 | |
| 0.9988498 | 35 | |
| 0.9988497 | 43 | |
| 0.9988496 | 33 | |
| 0.99884945 | 35 | |
| 0.99884933 | 40 | |
| 0.9988492 | 38 | |
| 0.9988491 | 46 | |
| 0.998849 | 55 | |
| 0.99884886 | 53 |
latitude_scaled
Real number (ℝ)
| Distinct | 1286 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99629736 |
| Minimum | 0.99625 |
|---|---|
| Maximum | 0.99635 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 0.99625 |
|---|---|
| 5-th percentile | 0.99625754 |
| Q1 | 0.9962771 |
| median | 0.996296 |
| Q3 | 0.99632007 |
| 95-th percentile | 0.99634163 |
| Maximum | 0.99635 |
| Range | 0.0001 |
| Interquartile range (IQR) | 4.297 × 10-5 |
Descriptive statistics
| Standard deviation | 2.5999911 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 2.6096537 × 10-5 |
| Kurtosis | -1.0374956 |
| Mean | 0.99629736 |
| Median Absolute Deviation (MAD) | 2.127 × 10-5 |
| Skewness | 0.15694193 |
| Sum | 18899.761 |
| Variance | 6.7599538 × 10-10 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9962861 | 44 | 0.2% |
| 0.99628633 | 43 | 0.2% |
| 0.99628603 | 42 | 0.2% |
| 0.99628615 | 41 | 0.2% |
| 0.9962863 | 39 | 0.2% |
| 0.99628735 | 38 | 0.2% |
| 0.99628526 | 37 | 0.2% |
| 0.9962859 | 37 | 0.2% |
| 0.9962849 | 37 | 0.2% |
| 0.99628305 | 37 | 0.2% |
| Other values (1276) | 18575 |
| Value | Count | Frequency (%) |
| 0.99625 | 8 | |
| 0.9962501 | 12 | |
| 0.99625015 | 11 | |
| 0.9962502 | 12 | |
| 0.99625033 | 6 | |
| 0.9962504 | 9 | |
| 0.99625045 | 8 | |
| 0.9962505 | 4 | < 0.1% |
| 0.9962506 | 9 | |
| 0.9962507 | 6 |
| Value | Count | Frequency (%) |
| 0.99635 | 17 | |
| 0.9963499 | 15 | |
| 0.9963498 | 9 | |
| 0.99634975 | 19 | |
| 0.99634963 | 12 | |
| 0.9963496 | 16 | |
| 0.9963495 | 16 | |
| 0.9963494 | 14 | |
| 0.99634933 | 14 | |
| 0.9963493 | 7 | < 0.1% |
total_count
Real number (ℝ)
| Distinct | 611 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3693238 |
| Minimum | 1 |
|---|---|
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 12.935714 |
| Maximum | 62 |
| Range | 61 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.4912672 |
|---|---|
| Coefficient of variation (CV) | 1.027909 |
| Kurtosis | 12.707364 |
| Mean | 4.3693238 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.7309156 |
| Sum | 82886.073 |
| Variance | 20.171481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5394 | |
| 2 | 2351 | |
| 3 | 1689 | 8.9% |
| 4 | 1290 | 6.8% |
| 5 | 935 | 4.9% |
| 6 | 840 | 4.4% |
| 7 | 674 | 3.6% |
| 8 | 501 | 2.6% |
| 9 | 450 | 2.4% |
| 10 | 355 | 1.9% |
| Other values (601) | 4491 |
| Value | Count | Frequency (%) |
| 1 | 5394 | |
| 1.066666667 | 1 | < 0.1% |
| 1.090909091 | 1 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.111111111 | 3 | < 0.1% |
| 1.117647059 | 1 | < 0.1% |
| 1.125 | 3 | < 0.1% |
| 1.142857143 | 7 | < 0.1% |
| 1.166666667 | 5 | < 0.1% |
| 1.176470588 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62 | 1 | |
| 59 | 1 | |
| 57 | 1 | |
| 45.33333333 | 1 | |
| 45 | 1 | |
| 44 | 2 | |
| 43 | 1 | |
| 40.5 | 1 | |
| 40 | 1 | |
| 39 | 1 |
Precipitations
Real number (ℝ)
Skewed Zeros
| Distinct | 405 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13035206 |
| Minimum | 0 |
|---|---|
| Maximum | 23.6 |
| Zeros | 15115 |
| Zeros (%) | 79.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.6 |
| Maximum | 23.6 |
| Range | 23.6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.73858174 |
|---|---|
| Coefficient of variation (CV) | 5.6660533 |
| Kurtosis | 571.97118 |
| Mean | 0.13035206 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.306115 |
| Sum | 2472.7787 |
| Variance | 0.54550299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15115 | |
| 0.2 | 782 | 4.1% |
| 0.4 | 358 | 1.9% |
| 0.1 | 272 | 1.4% |
| 0.6 | 238 | 1.3% |
| 0.06666666667 | 139 | 0.7% |
| 0.8 | 108 | 0.6% |
| 1 | 101 | 0.5% |
| 1.2 | 98 | 0.5% |
| 0.3 | 91 | 0.5% |
| Other values (395) | 1668 | 8.8% |
| Value | Count | Frequency (%) |
| 0 | 15115 | |
| 0.00625 | 1 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| 0.009090909091 | 1 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.01052631579 | 1 | < 0.1% |
| 0.01111111111 | 2 | < 0.1% |
| 0.01176470588 | 3 | < 0.1% |
| 0.01224489796 | 1 | < 0.1% |
| 0.01333333333 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.6 | 10 | |
| 11.8 | 7 | |
| 7.866666667 | 3 | < 0.1% |
| 7.5 | 11 | |
| 6.1 | 6 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 5.5 | 11 | |
| 4.9 | 15 | |
| 4.72 | 1 | < 0.1% |
| 4.6 | 7 |
HauteurNeige
Real number (ℝ)
Missing Zeros
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 399 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0035615471 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 18438 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.053378869 |
|---|---|
| Coefficient of variation (CV) | 14.987551 |
| Kurtosis | 306.3753 |
| Mean | 0.0035615471 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.136525 |
| Sum | 66.141492 |
| Variance | 0.0028493037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18438 | |
| 1 | 46 | 0.2% |
| 0.5 | 17 | 0.1% |
| 0.3333333333 | 15 | 0.1% |
| 0.25 | 8 | < 0.1% |
| 0.1666666667 | 6 | < 0.1% |
| 0.2 | 5 | < 0.1% |
| 0.0625 | 3 | < 0.1% |
| 0.07692307692 | 3 | < 0.1% |
| 0.04545454545 | 3 | < 0.1% |
| Other values (21) | 27 | 0.1% |
| (Missing) | 399 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 18438 | |
| 0.01020408163 | 1 | < 0.1% |
| 0.01470588235 | 1 | < 0.1% |
| 0.01639344262 | 1 | < 0.1% |
| 0.01851851852 | 1 | < 0.1% |
| 0.02702702703 | 1 | < 0.1% |
| 0.02777777778 | 1 | < 0.1% |
| 0.0303030303 | 1 | < 0.1% |
| 0.03225806452 | 2 | < 0.1% |
| 0.03571428571 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 46 | |
| 0.5 | 17 | 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.3333333333 | 15 | 0.1% |
| 0.25 | 8 | < 0.1% |
| 0.2 | 5 | < 0.1% |
| 0.1818181818 | 1 | < 0.1% |
| 0.1666666667 | 6 | < 0.1% |
| 0.1428571429 | 2 | < 0.1% |
| 0.125 | 3 | < 0.1% |
Temperature
Real number (ℝ)
| Distinct | 2235 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.062733 |
| Minimum | -3.6 |
|---|---|
| Maximum | 35.3 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 228 |
| Negative (%) | 1.2% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | -3.6 |
|---|---|
| 5-th percentile | 5.1 |
| Q1 | 10.65 |
| median | 14.5 |
| Q3 | 19.45 |
| 95-th percentile | 26.2 |
| Maximum | 35.3 |
| Range | 38.9 |
| Interquartile range (IQR) | 8.8 |
Descriptive statistics
| Standard deviation | 6.4626276 |
|---|---|
| Coefficient of variation (CV) | 0.42904748 |
| Kurtosis | -0.05328543 |
| Mean | 15.062733 |
| Median Absolute Deviation (MAD) | 4.3916667 |
| Skewness | 0.16608258 |
| Sum | 285740.04 |
| Variance | 41.765556 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.9 | 168 | 0.9% |
| 11 | 156 | 0.8% |
| 10.9 | 152 | 0.8% |
| 10.8 | 152 | 0.8% |
| 10 | 147 | 0.8% |
| 11.5 | 147 | 0.8% |
| 12.6 | 144 | 0.8% |
| 12.7 | 133 | 0.7% |
| 10.5 | 133 | 0.7% |
| 11.6 | 130 | 0.7% |
| Other values (2225) | 17508 |
| Value | Count | Frequency (%) |
| -3.6 | 2 | < 0.1% |
| -2.8 | 7 | < 0.1% |
| -2.3 | 8 | < 0.1% |
| -1.9 | 4 | < 0.1% |
| -1.8 | 5 | < 0.1% |
| -1.7 | 11 | 0.1% |
| -1.6 | 21 | |
| -1.4 | 18 | |
| -1.3 | 9 | < 0.1% |
| -1.2 | 32 |
| Value | Count | Frequency (%) |
| 35.3 | 2 | < 0.1% |
| 35.1 | 6 | |
| 34.5 | 2 | < 0.1% |
| 34.2 | 7 | |
| 34 | 4 | < 0.1% |
| 33.75 | 1 | < 0.1% |
| 33.6 | 10 | |
| 33.5 | 8 | |
| 33.4 | 3 | < 0.1% |
| 33.2 | 4 | < 0.1% |
ForceVent
Real number (ℝ)
| Distinct | 1023 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 10 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3734611 |
| Minimum | 0 |
|---|---|
| Maximum | 10.5 |
| Zeros | 25 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.45 |
| Q1 | 2.4 |
| median | 3.2775 |
| Q3 | 4.1 |
| 95-th percentile | 5.8 |
| Maximum | 10.5 |
| Range | 10.5 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.3428919 |
|---|---|
| Coefficient of variation (CV) | 0.39807541 |
| Kurtosis | 1.6604797 |
| Mean | 3.3734611 |
| Median Absolute Deviation (MAD) | 0.8225 |
| Skewness | 0.84793272 |
| Sum | 63960.822 |
| Variance | 1.8033587 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 590 | 3.1% |
| 2.9 | 530 | 2.8% |
| 2.2 | 465 | 2.5% |
| 3.4 | 450 | 2.4% |
| 3.6 | 444 | 2.3% |
| 2.6 | 440 | 2.3% |
| 3.1 | 436 | 2.3% |
| 2.7 | 424 | 2.2% |
| 3.2 | 421 | 2.2% |
| 2.1 | 413 | 2.2% |
| Other values (1013) | 14347 |
| Value | Count | Frequency (%) |
| 0 | 25 | 0.1% |
| 0.6 | 17 | 0.1% |
| 0.7 | 34 | 0.2% |
| 0.8 | 86 | |
| 0.85 | 1 | < 0.1% |
| 0.9 | 57 | |
| 0.95 | 2 | < 0.1% |
| 1 | 118 | |
| 1.033333333 | 1 | < 0.1% |
| 1.05 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.5 | 5 | < 0.1% |
| 9.5 | 2 | < 0.1% |
| 9.4 | 25 | |
| 9.3 | 2 | < 0.1% |
| 9.1 | 8 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8.9 | 15 | |
| 8.8 | 20 | |
| 8.7 | 4 | < 0.1% |
| 8.6 | 4 | < 0.1% |
day_of_week
Real number (ℝ)
| Distinct | 273 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5707978 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3.6666667 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.531435 |
|---|---|
| Coefficient of variation (CV) | 0.42887755 |
| Kurtosis | -0.98485052 |
| Mean | 3.5707978 |
| Median Absolute Deviation (MAD) | 1.3333333 |
| Skewness | -0.048637674 |
| Sum | 67738.034 |
| Variance | 2.3452932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2973 | |
| 3 | 2720 | |
| 5 | 2676 | |
| 2 | 2626 | |
| 6 | 2411 | |
| 1 | 2071 | |
| 3.5 | 565 | 3.0% |
| 4.5 | 360 | 1.9% |
| 2.5 | 313 | 1.6% |
| 5.5 | 171 | 0.9% |
| Other values (263) | 2084 |
| Value | Count | Frequency (%) |
| 1 | 2071 | |
| 1.25 | 1 | < 0.1% |
| 1.333333333 | 14 | 0.1% |
| 1.5 | 133 | 0.7% |
| 1.6 | 3 | < 0.1% |
| 1.666666667 | 25 | 0.1% |
| 1.714285714 | 1 | < 0.1% |
| 1.75 | 11 | 0.1% |
| 1.8 | 4 | < 0.1% |
| 1.833333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2411 | |
| 5.75 | 3 | < 0.1% |
| 5.666666667 | 26 | 0.1% |
| 5.6 | 5 | < 0.1% |
| 5.5 | 171 | 0.9% |
| 5.4 | 1 | < 0.1% |
| 5.333333333 | 32 | 0.2% |
| 5.25 | 3 | < 0.1% |
| 5.2 | 4 | < 0.1% |
| 5 | 2676 |
month_of_year
Real number (ℝ)
| Distinct | 426 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3720521 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6.5 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.1441314 |
|---|---|
| Coefficient of variation (CV) | 0.49342525 |
| Kurtosis | -0.91134401 |
| Mean | 6.3720521 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | -0.0014900232 |
| Sum | 120877.83 |
| Variance | 9.8855621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1609 | 8.5% |
| 8 | 1518 | 8.0% |
| 6 | 1496 | 7.9% |
| 5 | 1434 | 7.6% |
| 1 | 1396 | 7.4% |
| 2 | 1320 | 7.0% |
| 9 | 1251 | 6.6% |
| 4 | 1151 | 6.1% |
| 12 | 1138 | 6.0% |
| 3 | 1107 | 5.8% |
| Other values (416) | 5550 |
| Value | Count | Frequency (%) |
| 1 | 1396 | |
| 1.333333333 | 6 | < 0.1% |
| 1.5 | 53 | 0.3% |
| 1.666666667 | 10 | 0.1% |
| 1.75 | 2 | < 0.1% |
| 1.8 | 2 | < 0.1% |
| 1.941176471 | 1 | < 0.1% |
| 2 | 1320 | |
| 2.090909091 | 1 | < 0.1% |
| 2.111111111 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 1138 | |
| 11.66666667 | 7 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| 11.5 | 48 | 0.3% |
| 11.33333333 | 8 | < 0.1% |
| 11.25 | 2 | < 0.1% |
| 11.22222222 | 1 | < 0.1% |
| 11.2 | 1 | < 0.1% |
| 11.16666667 | 1 | < 0.1% |
| 11.14285714 | 1 | < 0.1% |
hour
Real number (ℝ)
| Distinct | 373 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.197486 |
| Minimum | 6 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 17 |
| Maximum | 19 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7562746 |
|---|---|
| Coefficient of variation (CV) | 0.22597071 |
| Kurtosis | -0.83183932 |
| Mean | 12.197486 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.15267164 |
| Sum | 231386.31 |
| Variance | 7.5970499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1874 | |
| 11 | 1778 | |
| 9 | 1723 | 9.1% |
| 14 | 1607 | 8.5% |
| 12 | 1479 | 7.8% |
| 13 | 1427 | 7.5% |
| 15 | 1420 | 7.5% |
| 8 | 1213 | 6.4% |
| 16 | 1061 | 5.6% |
| 17 | 1006 | 5.3% |
| Other values (363) | 4382 |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 7 | 460 | 2.4% |
| 7.5 | 19 | 0.1% |
| 7.666666667 | 1 | < 0.1% |
| 8 | 1213 | |
| 8.2 | 1 | < 0.1% |
| 8.333333333 | 8 | < 0.1% |
| 8.5 | 81 | 0.4% |
| 8.6 | 1 | < 0.1% |
| 8.666666667 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 2 | < 0.1% |
| 18 | 397 | 2.1% |
| 17.5 | 13 | 0.1% |
| 17.33333333 | 3 | < 0.1% |
| 17.25 | 1 | < 0.1% |
| 17 | 1006 | |
| 16.66666667 | 2 | < 0.1% |
| 16.5 | 66 | 0.3% |
| 16.33333333 | 11 | 0.1% |
| 16 | 1061 |
y
Real number (ℝ)
Zeros
| Distinct | 2154 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63496352 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2045 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.34166667 |
| median | 0.6666667 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.65833333 |
Descriptive statistics
| Standard deviation | 0.3529922 |
|---|---|
| Coefficient of variation (CV) | 0.55592516 |
| Kurtosis | -1.1698415 |
| Mean | 0.63496352 |
| Median Absolute Deviation (MAD) | 0.3333333 |
| Skewness | -0.43360237 |
| Sum | 12045.258 |
| Variance | 0.12460349 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 6956 | |
| 0 | 2045 | 10.8% |
| 0.5 | 1455 | 7.7% |
| 0.6666667 | 563 | 3.0% |
| 0.75 | 541 | 2.9% |
| 0.33333334 | 535 | 2.8% |
| 0.25 | 356 | 1.9% |
| 0.4 | 231 | 1.2% |
| 0.8 | 208 | 1.1% |
| 0.6 | 187 | 1.0% |
| Other values (2144) | 5893 |
| Value | Count | Frequency (%) |
| 0 | 2045 | |
| 0.015625 | 1 | < 0.1% |
| 0.029411765 | 1 | < 0.1% |
| 0.03125 | 1 | < 0.1% |
| 0.04761905 | 2 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.055555555 | 2 | < 0.1% |
| 0.055555556 | 4 | < 0.1% |
| 0.05882353 | 1 | < 0.1% |
| 0.0625 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 6956 | |
| 0.9861111167 | 1 | < 0.1% |
| 0.9814814833 | 1 | < 0.1% |
| 0.9814814778 | 1 | < 0.1% |
| 0.9807692308 | 1 | < 0.1% |
| 0.9791666667 | 1 | < 0.1% |
| 0.97777778 | 1 | < 0.1% |
| 0.97619048 | 1 | < 0.1% |
| 0.9761904714 | 1 | < 0.1% |
| 0.975 | 2 | < 0.1% |
size
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.966737 |
| Minimum | 1 |
|---|---|
| Maximum | 210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 210 |
| Range | 209 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.7389513 |
|---|---|
| Coefficient of variation (CV) | 1.9010937 |
| Kurtosis | 620.62415 |
| Mean | 1.966737 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.096882 |
| Sum | 37309 |
| Variance | 13.979757 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 13387 | |
| 2 | 2806 | 14.8% |
| 3 | 1066 | 5.6% |
| 4 | 509 | 2.7% |
| 5 | 313 | 1.6% |
| 6 | 181 | 1.0% |
| 7 | 141 | 0.7% |
| 8 | 86 | 0.5% |
| 9 | 79 | 0.4% |
| 11 | 53 | 0.3% |
| Other values (52) | 349 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 13387 | |
| 2 | 2806 | 14.8% |
| 3 | 1066 | 5.6% |
| 4 | 509 | 2.7% |
| 5 | 313 | 1.6% |
| 6 | 181 | 1.0% |
| 7 | 141 | 0.7% |
| 8 | 86 | 0.5% |
| 9 | 79 | 0.4% |
| 10 | 43 | 0.2% |
| Value | Count | Frequency (%) |
| 210 | 1 | |
| 101 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 75 | 1 | |
| 69 | 1 | |
| 68 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 62 | 1 |
Interactions
Correlations
| ForceVent | HauteurNeige | Precipitations | Temperature | day_of_week | hour | latitude_scaled | longitude_scaled | month_of_year | size | total_count | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ForceVent | 1.000 | 0.030 | 0.126 | -0.163 | -0.024 | 0.141 | -0.012 | -0.018 | 0.069 | 0.046 | 0.013 | -0.035 |
| HauteurNeige | 0.030 | 1.000 | 0.018 | -0.080 | -0.011 | -0.007 | -0.028 | 0.017 | 0.015 | 0.081 | 0.025 | -0.016 |
| Precipitations | 0.126 | 0.018 | 1.000 | -0.122 | 0.014 | 0.058 | -0.037 | 0.007 | 0.064 | 0.276 | 0.043 | -0.039 |
| Temperature | -0.163 | -0.080 | -0.122 | 1.000 | 0.002 | 0.059 | 0.033 | 0.002 | -0.339 | 0.020 | -0.004 | 0.047 |
| day_of_week | -0.024 | -0.011 | 0.014 | 0.002 | 1.000 | -0.005 | -0.019 | 0.018 | 0.042 | -0.002 | 0.001 | -0.006 |
| hour | 0.141 | -0.007 | 0.058 | 0.059 | -0.005 | 1.000 | -0.033 | 0.031 | 0.020 | 0.039 | -0.019 | -0.003 |
| latitude_scaled | -0.012 | -0.028 | -0.037 | 0.033 | -0.019 | -0.033 | 1.000 | -0.215 | -0.054 | -0.108 | -0.156 | 0.075 |
| longitude_scaled | -0.018 | 0.017 | 0.007 | 0.002 | 0.018 | 0.031 | -0.215 | 1.000 | 0.003 | 0.047 | -0.048 | 0.039 |
| month_of_year | 0.069 | 0.015 | 0.064 | -0.339 | 0.042 | 0.020 | -0.054 | 0.003 | 1.000 | 0.023 | 0.023 | -0.089 |
| size | 0.046 | 0.081 | 0.276 | 0.020 | -0.002 | 0.039 | -0.108 | 0.047 | 0.023 | 1.000 | 0.148 | -0.084 |
| total_count | 0.013 | 0.025 | 0.043 | -0.004 | 0.001 | -0.019 | -0.156 | -0.048 | 0.023 | 0.148 | 1.000 | -0.393 |
| y | -0.035 | -0.016 | -0.039 | 0.047 | -0.006 | -0.003 | 0.075 | 0.039 | -0.089 | -0.084 | -0.393 | 1.000 |
Missing values
Sample
| longitude_scaled | latitude_scaled | total_count | Precipitations | HauteurNeige | Temperature | ForceVent | day_of_week | month_of_year | hour | y | size | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1129060 | 0.998836 | 0.996267 | 4.0 | 0.0 | 0.0 | 19.40 | 2.20 | 4.0 | 1.0 | 8.0 | 0.0 | 1 |
| 1126675 | 0.998835 | 0.996294 | 3.0 | 0.0 | 0.0 | 17.40 | 3.60 | 3.0 | 3.0 | 9.0 | 0.0 | 1 |
| 1126620 | 0.998835 | 0.996268 | 1.0 | 0.0 | 0.0 | 16.70 | 4.50 | 1.0 | 10.0 | 11.0 | 0.0 | 1 |
| 1127639 | 0.998836 | 0.996297 | 1.0 | 0.0 | 0.0 | 11.70 | 0.80 | 5.0 | 10.0 | 8.0 | 0.0 | 1 |
| 1127616 | 0.998836 | 0.996272 | 1.0 | 0.0 | 0.0 | 16.50 | 2.50 | 5.0 | 1.0 | 7.0 | 0.0 | 1 |
| 1127615 | 0.998836 | 0.996272 | 1.0 | 0.0 | 0.0 | 12.05 | 2.50 | 1.0 | 4.5 | 11.5 | 0.0 | 2 |
| 1127614 | 0.998836 | 0.996272 | 1.0 | 0.0 | NaN | 10.50 | 4.50 | 2.0 | 9.0 | 13.0 | 0.0 | 1 |
| 1127631 | 0.998836 | 0.996289 | 2.0 | 0.0 | 0.0 | 8.50 | 2.75 | 3.0 | 6.5 | 14.5 | 0.0 | 2 |
| 1127650 | 0.998836 | 0.996302 | 2.0 | 0.0 | 0.0 | 13.50 | 5.90 | 2.0 | 5.0 | 17.0 | 0.0 | 1 |
| 1127647 | 0.998836 | 0.996302 | 2.0 | 0.0 | 0.0 | 12.10 | 4.30 | 2.0 | 5.0 | 16.0 | 0.0 | 1 |
| longitude_scaled | latitude_scaled | total_count | Precipitations | HauteurNeige | Temperature | ForceVent | day_of_week | month_of_year | hour | y | size | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1171485 | 0.99885 | 0.996341 | 3.0 | 0.0 | 0.0 | 17.100000 | 2.400000 | 5.000000 | 10.000000 | 9.0 | 1.0 | 1 |
| 1171483 | 0.99885 | 0.996340 | 1.0 | 0.0 | 0.0 | 16.100000 | 3.500000 | 3.000000 | 4.000000 | 10.0 | 1.0 | 1 |
| 1171482 | 0.99885 | 0.996340 | 2.0 | 5.5 | 0.0 | 18.900000 | 2.300000 | 5.000000 | 1.000000 | 8.0 | 1.0 | 1 |
| 1171481 | 0.99885 | 0.996340 | 3.0 | 1.6 | 0.0 | 8.800000 | 2.600000 | 2.000000 | 10.000000 | 9.0 | 1.0 | 1 |
| 1171480 | 0.99885 | 0.996340 | 1.0 | 0.0 | 0.0 | 2.700000 | 3.300000 | 5.000000 | 7.000000 | 15.0 | 1.0 | 1 |
| 1171479 | 0.99885 | 0.996339 | 1.0 | 0.0 | 0.0 | 20.400000 | 2.500000 | 5.000000 | 2.000000 | 11.0 | 1.0 | 1 |
| 1171478 | 0.99885 | 0.996339 | 1.0 | 0.0 | 0.0 | 17.000000 | 3.100000 | 6.000000 | 2.000000 | 9.0 | 1.0 | 1 |
| 1171476 | 0.99885 | 0.996339 | 2.0 | 0.0 | 0.0 | 20.600000 | 4.700000 | 6.000000 | 1.000000 | 8.0 | 1.0 | 1 |
| 1171475 | 0.99885 | 0.996338 | 1.0 | 0.0 | 0.0 | 17.066667 | 2.733333 | 3.333333 | 3.666667 | 10.0 | 1.0 | 3 |
| 1171490 | 0.99885 | 0.996345 | 2.0 | 0.0 | 0.0 | 22.200000 | 3.500000 | 2.000000 | 2.000000 | 11.0 | 1.0 | 1 |